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Compare AI tools

Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
Pick tools (4 selected)
Dev Platform
Agents
Voice
Video
Audio
Research
Coding
Chatbots
Image
Meetings
Design
Productivity
Writing
Data
Marketing
Education
Gemini
A
Otter.ai
B
Descript
S
Gamma
A
TaglineGoogle's answer. Best integrated with Workspace + free for a lot.Meeting transcription veteran. Cross-platform, team-friendly.Edit video + podcasts by editing the transcript.AI slide decks that don't look AI-generated.
CategoryChatbotsMeetingsVideoProductivity
PricingFree + $20/mo Advanced (bundled with 2TB Drive)Free + $17-$30/user/moFree + $16-$50/moFree + $10-$20/mo
Best forAnyone already on Google, research tasks, summarizing long documents.Teams on Windows/PC. Anyone needing cross-platform coverage.Podcasters, course creators, anyone editing talking-head content.Pitch decks, proposals, internal presentations — fast.
Strengths
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Joins meetings as a bot (Zoom, Meet, Teams)
  • Team sharing + search across transcripts
  • Live captioning
  • Edit audio/video by deleting text
  • Overdub (voice clone) for fixes
  • Strong collaboration + remote recording
  • Strong templates
  • Decks, docs, webpages
  • Doesn't look generic
Weaknesses
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Bot joining is intrusive
  • UX feels dated
  • Not a traditional NLE — some workflows awkward
  • Overdub ethics require care
  • Locked into Gamma's format
  • Export quality varies
Kai's verdictA-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.B-tier. Granola is better UX but Otter works everywhere. Pick based on your platform.S-tier for content creators. Cuts editing time in half. Non-obvious but life-changing.A-tier. Best of a boring category. Use it for first drafts, then edit in Keynote if high-stakes.
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